Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-07-06 1.165571 1.422023 1.752795 2.225052 2.908294 3.908788 5.592437
2025-07-13 0.879704 1.183298 1.641815 2.444245 3.976690 7.288176 17.673309
2025-07-20 0.715566 1.021885 1.533967 2.569991 5.055135 13.049368 81.109424
2025-07-27 0.598364 0.887695 1.404774 2.563695 5.892981 21.737866 1405.392167
2025-08-03 0.509137 0.774440 1.270292 2.464827 6.407831 33.659183 NaN
2025-08-10 0.457143 0.713433 1.215411 2.523888 7.617876 70.153002 NaN
2025-08-17 0.421644 0.674432 1.192743 2.657203 9.523635 234.620100 NaN
2025-08-24 0.384635 0.625474 1.134930 2.658951 10.914751 1129.053712 NaN
2025-08-31 0.348425 0.572367 1.055346 2.553742 11.511203 13754.235864 NaN
2025-09-07 0.329299 0.550425 1.043594 2.676140 14.478663 NaN NaN
2025-09-14 0.307910 0.520735 1.006378 2.689132 16.780446 NaN NaN
2025-09-21 0.285835 0.486886 0.952199 2.611673 17.959324 NaN NaN
2025-09-28 0.266919 0.458185 0.907671 2.562326 19.745424 NaN NaN
2025-10-05 0.260293 0.455118 0.930186 2.822717 30.038452 NaN NaN
2025-10-12 0.250520 0.443857 0.928127 2.976073 42.394167 NaN NaN
2025-10-19 0.237469 0.423754 0.897255 2.967866 50.974951 NaN NaN
2025-10-26 0.223031 0.399135 0.849416 2.845657 53.076092 NaN NaN
2025-11-02 0.214483 0.387229 0.837048 2.918540 72.339814 NaN NaN
2025-11-09 0.208477 0.380579 0.839218 3.083708 119.933212 NaN NaN
2025-11-16 0.199777 0.366748 0.817002 3.085879 159.621686 NaN NaN
2025-11-23 0.189442 0.348218 0.777525 2.955449 164.260954 NaN NaN
2025-11-30 0.184773 0.342861 0.778972 3.107239 330.875280 NaN NaN
2025-12-07 0.178219 0.332384 0.762321 3.123394 535.421615 NaN NaN